Dante Everaert
5 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
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Research topics
Keywords
large language model
(4)
retrieval-augmented generation
(2)
natural language inference
(1)
text generation
(1)
information retrieval
(1)
user personalization
(1)
semantic retrieval
(1)
spelling correction
(1)
context compression
(1)
attention pattern
(1)
knowledge filtering
(1)
search engine
(1)
knowledge checking
(1)
contextual correction
(1)
query autocomplete
(1)
information-theoretic objective
(1)
training dataset selection
(1)
representation learning
(1)
gradient information optimization
(1)
machine translation
(1)
Papers
Attn-GS: Attention-Guided Context Compression for Efficient Personalized LLMs
ACL 2026
Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective
NAACL 2025
AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset
EMNLP 2024
GIO: Gradient Information Optimization for Training Dataset Selection
ICLR 2024
Retrieval Augmented Spelling Correction for E-Commerce Applications
EMNLP 2024